3D Fake Detection on Fake3DGS Mixed (test)
98.9Overall AccuracyFake3DD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Fake3DDTrain Setting=Mixed2026.04 | 98.9 | 98.1 | 99.5 | |
| CoDETrain Setting=Mixed2026.04 | 92.2 | 91.4 | 92.9 | |
| DMTrain Setting=Mixed2026.04 | 90.4 | 89.3 | 97.2 | |
| UFDTrain Setting=Mixed2026.04 | 89.9 | 90.6 | 89.2 | |
| DINOv2Backbone=B, Train Setting=Mixed2026.04 | 87.8 | 89.7 | 85.8 | |
| CLIPBackbone=ViT-B, Train Setting=Mixed2026.04 | 84 | 84.2 | 93.8 | |
| CLIPBackbone=ViT-L, Train Setting=Mixed2026.04 | 84 | 83.7 | 94.3 |